Objective-Physical inactivity contributes to as many as 250,000 premature deaths per year (R. R. Pate et al., 1995). The authors' objective was to test a transdisciplinary model of the ways in which genetic variants, physiological factors, and psychological factors are thought to influence exercise with 64 healthy, regular exercisers.Design-In a within-subjects design, psychological and physiological responses to exercise were compared with responses to a sedentary activity.Main Outcome Measures-The authors measured affective state, perceived exertion, heart rate, and temperature change in response to moderate exercise versus sedentary activity. They also quantified genotypes on a single nucleotide polymorphism in the brain-derived neurotrophic factor (BDNF) gene.Results and Conclusions-The data show a relation between increases in positive affective states and acute exercise behavior, as opposed to a sedentary control. The BDNF gene moderated the effect of exercise on mood, heart rate, and perceived exertion. Physiological factors were, in turn, related to mood response, and mood response was a significant correlate of motivation to exercise in the future and of current exercise behavior. The model has potential as a framework for the basic study of the genetic, physiological, and psychological processes involved with voluntary exercise and as a tool for the applied examination of tailored exercise interventions and their efficacy for different subsets of individuals. Keywords exercise; transdisciplinary; genetics; physiology; mood Regular physical activity has been implicated in the prevention of cardiovascular disease and of a number of cancers including those of the colon, breast, endometrium, and prostate (Friedenreich, 2001;Kaaks & Lukanova, 2002;Pate et al., 1995). Recent reports estimate that approximately 30% of total cancer deaths are related to poor exercise and nutrition, and when taking into consideration both cardiovascular disease and cancer, that inactivity contributes to as many as 250,000 premature deaths per year (Pate et al., 1995). Despite the fact that the relation between poor exercise habits and morbidity and mortality has been well understood for some time, interventions designed to promote a healthier lifestyle have largely failed to One limitation of prior work in this area is the lack of an overarching theoretical framework that functionally links genetic, physiological, and psychological predictors of exercise behavior. In this research, we propose a transdisciplinary (Rosenfield, 1992) model of the ways in which genetic variants, physiological factors, and psychological factors are thought to influence exercise behavior (see Figure 1). In this broad framework, we hypothesized that the physiological effects (e.g., changes in body temperature, heart rate) of exercise influence the subjective experience of exercise (e.g., changes in mood, perceived exertion, perceived reward), which in turn are important determinants of motivation to exercise (e.g., higher selfefficacy for exer...